Google Cloud Training | Google Advanced Data Analytics Professional Training Course in Bologna

Google Advanced Data Analytics Course Outline

Module 1: Introduction to Advanced Data Analytics

• Role of Advanced Data Analytics
• Benefits of Data Analytics
• Techniques of Data Analytics
• Data Analytics Life Cycle and Process

Module 2: Data Collection and Preparation

• Google Analytics Data Collection
• Categorising into Users and Sessions
• Storing Data and Generating Reports
• Creating a Measurement Plan

Module 3: Setting Up Data Collection and Configuration

• Creating a Google Analytics Account
• Configure your Profile
• Grant Access to Other User
• Setting up Data Stream

Module 4: Types of Data Analytics

• Descriptive Analytics
• Predictive Analytics
• Diagnostic Analytics
• Exploratory Analytics

Module 5: Phases of Data Analysis

• Phases of Data Analysis
  • Data Requirements Gathering
  • Data Collection
  • Data Cleaning
  • Data Analysis
  • Data Interpretation
  • Data Visualisation

Module 6: Data Analytics Tools and Techniques

• Introduction to Data Analytics Tools
• SQL Basics
• Algorithms

Module 7: Advanced Machine Learning Techniques

• Ensemble Learning Methods
• Neural Networks and Deep Learning
• Natural Language Processing (NLP)
• Recommender Systems

Module 8: Big Data Analytics

• Introduction to Big Data
• Big Data Storage and Processing Technologies
• Distributed Computing and MapReduce
• Data Streaming and Real-time Analytics

Module 9: Time Series Analysis

• Understanding Time Series Data
• Time Series Visualisation and Decomposition
• Forecasting Techniques
• Evaluating Time Series Models

Module 10: Data Mining and Pattern Recognition

• Introduction to Data Mining Concepts
• Association Rule Mining
• Clustering Techniques
• Pattern Recognition and Anomaly Detection

Module 11: Text Analytics and Sentiment Analysis

• Text Preprocessing and Tokenisation
• Sentiment Analysis Techniques
• Named Entity Recognition (NER)
• Text Classification and Topic Modeling

Module 12: Data Analytics in Business Decision-Making

• Role of Data Analytics in Business Strategy
• Data-Driven Decision-Making Process
• Key Performance Indicators (KPIs) and Metrics
• Measuring the Impact of Data Analytics on Business Outcomes

Who Should Attend this Google Advanced Data Analytics Course?

This Google Cloud Certification is designed for individuals who want to deepen their skills in advanced Data Analytics using Google Cloud Platform (GCP) tools and services. This course is beneficial for various professionals including:

• Data Analysts
• Data Scientists
• Data Engineers
• Cloud Architects
• Data Visualisation Experts
• Database Developers
• Data Quality Analysts

Prerequisites for the Google Advanced Data Analytics Course

There are no formal prerequisites for attending this Google Advanced Data Analytics Course.

Google Advanced Data Analytics Course Overview

The Google Advanced Data Analytics Course focuses on building advanced analytical capabilities using data-driven techniques and Google Cloud technologies. It covers data exploration, statistical analysis, predictive modelling, and visualisation to support insight-driven decisions.

Upskilling in advanced data analytics enhances problem-solving and decision-making skills. Delegates develop the ability to interpret complex data and apply statistical and predictive methods in professional roles.

This 2-Day Google Advanced Data Analytics Professional Training offered by The Knowledge Academy equips delegates with practical knowledge of advanced analytics concepts aligned with Google Cloud tools.

Google Advanced Data Analytics Course Objectives

• To explore various data collection and preprocessing techniques
• To demonstrate the setup and configuration of Google Analytics
• To distinguish between different types of data analytics approaches
• To introduce data analytics tools and programming fundamentals
• To comprehend big data storage, processing, and real-time analytics
• To understand the role of data analytics in business decision-making

After attending this Google Advanced Data Analytics Course in Bologna, delegates will be able to effectively communicate their findings and support data-driven decision-making processes within their organisations. They will also be able to identify critical relationships and anomalies within datasets, aiding in optimising business processes.

What’s Included in this Google Advanced Data Analytics Course?

• World-Class Training Sessions from Experienced Instructors
• Google Advanced Data Analytics Professional Certificate
• Digital Delegate Pack